AI RESEARCH

PuzzleClone: A DSL-Powered Framework for Synthesizing Verifiable Data

arXiv CS.AI

ArXi:2508.15180v3 Announce Type: replace High-quality mathematical and logical datasets with verifiable answers are essential for strengthening the reasoning capabilities of large language models (LLMs). While recent data augmentation techniques have facilitated the creation of large-scale benchmarks, existing LLM-generated datasets often suffer from limited reliability, diversity, and scalability. To address these challenges, we